Active WeaSuL: Improving Weak Supervision with Active Learning

Active WeaSuL: Improving Weak Supervision with Active Learning

30 April 2021

Samantha Biegel

Rafah El-Khatib

Luiz Otavio Vilas Boas Oliveira

Papers citing "Active WeaSuL: Improving Weak Supervision with Active Learning"

12 / 12 papers shown

Title
Rethinking Software Engineering in the Foundation Model Era: A Curated Catalogue of Challenges in the Development of Trustworthy FMware Ahmed E. Hassan Dayi Lin Gopi Krishnan Rajbahadur Keheliya Gallaba F. Côgo ... Kishanthan Thangarajah G. Oliva Jiahuei Lin Wali Mohammad Abdullah Zhen Ming Jiang 29 7 0 25 Feb 2024
ActiveDP: Bridging Active Learning and Data Programming Naiqing Guan Nick Koudas VLM 25 1 0 08 Feb 2024
Local Boosting for Weakly-Supervised Learning Rongzhi Zhang Yue Yu Jiaming Shen Xiquan Cui Chao Zhang WSOL 34 2 0 05 Jun 2023
Weakly Supervised Label Learning Flows You Lu Chidubem Arachie Bert Huang 18 0 0 19 Feb 2023
Optimising Human-Machine Collaboration for Efficient High-Precision Information Extraction from Text Documents Bradley Butcher Miri Zilka Darren Cook Jiri Hron Adrian Weller 28 3 0 18 Feb 2023
Label-Efficient Interactive Time-Series Anomaly Detection Hongmei Guo Yujing Wang Jieyu Zhang Zhe-Min Lin Yu Tong Lei Yang Luoxing Xiong Congrui Huang AI4TS 25 1 0 30 Dec 2022
Losses over Labels: Weakly Supervised Learning via Direct Loss Construction Dylan Sam J. Zico Kolter NoLa OffRL 24 13 0 13 Dec 2022
Language Models in the Loop: Incorporating Prompting into Weak Supervision Ryan Smith Jason Alan Fries Braden Hancock Stephen H. Bach 40 53 0 04 May 2022
Nemo: Guiding and Contextualizing Weak Supervision for Interactive Data Programming Cheng-Yu Hsieh Jieyu Zhang Alexander Ratner 18 15 0 02 Mar 2022
A Survey on Programmatic Weak Supervision Jieyu Zhang Cheng-Yu Hsieh Yue Yu Chao Zhang Alexander Ratner 19 91 0 11 Feb 2022
Automatic Synthesis of Diverse Weak Supervision Sources for Behavior Analysis Albert Tseng Jennifer J. Sun Yisong Yue 29 9 0 30 Nov 2021
Knowledge Modelling and Active Learning in Manufacturing Jože M. Rožanec I. Novalija Patrik Zajec K. Kenda Dunja Mladenić AI4CE 15 3 0 05 Jul 2021